All testsAli Demirbaş - Lab

Pricing

Anchoring Price With an External Reference Number

An external price reference gives visitors a point of comparison for the offer. It may make the offer look more favorable, while an unrealistic or mismatched reference may undermine trust. The reference here must be a documented external price, not the seller’s former price.

A/B test scenario. This page is a test plan, not the result of a real experiment.

  • Pricing
  • Purchase conversion rate (CR)

Control vs Variant

Absent on one side, present on the other.

Changed
Presence
Page
Pricing
Difference
added

Hypothesis

If a documented external price appears before the offer price, visitors may judge the price against that reference instead of on its own. By making the offer look more favorable, it could raise the purchase conversion rate, or lower it if the reference does not seem credible.

Test plan

When to run this test

Sessions that linger on the price and then leave, survey answers saying visitors have nothing to compare it with, or support contacts asking for a comparison show that people cannot tell whether the price is reasonable. A credible reference should make the offer look like better value and lift purchases. If visitors hesitate over what the offer covers rather than its price, clarify the scope first. Do not start without a current, comparable external source, and before naming a competitor, check the target market's comparative advertising and unfair competition rules.

How to measure success

Purchase conversion rate (CR)

Compare purchases per assigned visitor to see whether the reference price changes buying behavior.

Also track

  • Perceived credibilityIf surveyed, ask whether the reference seems credible; omit this measure if there is no survey.
  • Returns or disputesTrack complaints that the comparison is misleading.
  • Average order or plan valueReview purchase value alongside conversion.

How to set it up

  • PresenceAdd one verified external reference before the offer price.
  • SourceName the current source and explain why the comparison is like for like.
  • AmountKeep the reference fixed under a documented update rule; do not inflate the difference.
  • PlacementUse one fixed placement; testing another location is a separate experiment.
  • AudienceReview predefined buyer groups for whom the price comparison is relevant.

What to watch when reading the result

  1. 1Higher conversion does not prove the reference was found credible; measure perceived credibility with a survey. If complaints about a misleading comparison, returns or disputes go up, do not ship, and read average order or plan value alongside conversion.
  2. 2Only the reference, placement and offer price you tested are covered; if the offer price changed too, the reference's effect cannot be separated from the price change. Keep the source current throughout the test and refresh the figure under its update rule rather than leaving an outdated one in place.
  3. 3A reference price may have a modest effect that this page's traffic cannot pick up. Before launch, put the current conversion rate and the smallest lift that matters to you into the sample size calculator to see how many visitors each arm needs; at the page's daily traffic per arm, that sets the run length. If the result stays unclear, do not present it as a gain or a loss; note only that no effect of the planned size showed up.

Frequently Asked Questions

Can my previous selling price serve as the external reference?

Not in this scenario. The comparison uses a documented external price. Identify its current source and comparability conditions.

Which source should support an external reference price?

Use a current, verifiable and comparable external source. A competitor is one option, not the only one. Disclose differences in product, package and cost conditions.

Does higher conversion prove the reference was credible?

No. Use purchase conversion as the primary outcome and investigate credibility through direct feedback. Monitor misleading-comparison complaints and purchase value.

Can a competitor be named in the comparison?

Only within applicable comparative-advertising rules and with current, supportable information. Do not leave an expired reference or imply equivalent conditions where they differ.